doyoungkim commited on
Commit
7259b35
1 Parent(s): 39a03b4
Files changed (3) hide show
  1. README.md +10 -6
  2. pytorch_model.bin +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -15,8 +15,8 @@ should probably proofread and complete it, then remove this comment. -->
15
 
16
  This model is a fine-tuned version of [ikevin98/bert-base-uncased-finetuned-sst2](https://huggingface.co/ikevin98/bert-base-uncased-finetuned-sst2) on an unkown dataset.
17
  It achieves the following results on the evaluation set:
18
- - Loss: 0.0190
19
- - Accuracy: 0.2321
20
 
21
  ## Model description
22
 
@@ -41,13 +41,17 @@ The following hyperparameters were used during training:
41
  - seed: 42
42
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
43
  - lr_scheduler_type: linear
44
- - num_epochs: 1
45
 
46
  ### Training results
47
 
48
- | Training Loss | Epoch | Step | Validation Loss | Accuracy |
49
- |:-------------:|:-----:|:----:|:---------------:|:--------:|
50
- | 0.0234 | 1.0 | 3813 | 0.0190 | 0.2321 |
 
 
 
 
51
 
52
 
53
  ### Framework versions
 
15
 
16
  This model is a fine-tuned version of [ikevin98/bert-base-uncased-finetuned-sst2](https://huggingface.co/ikevin98/bert-base-uncased-finetuned-sst2) on an unkown dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.0396
19
+ - Accuracy: 0.7729
20
 
21
  ## Model description
22
 
 
41
  - seed: 42
42
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
43
  - lr_scheduler_type: linear
44
+ - num_epochs: 5
45
 
46
  ### Training results
47
 
48
+ | Training Loss | Epoch | Step | Validation Loss | Accuracy |
49
+ |:-------------:|:-----:|:-----:|:---------------:|:--------:|
50
+ | 0.0255 | 1.0 | 3813 | 0.0237 | 0.7140 |
51
+ | 0.0163 | 2.0 | 7626 | 0.0252 | 0.7493 |
52
+ | 0.0073 | 3.0 | 11439 | 0.0396 | 0.7729 |
53
+ | 0.0054 | 4.0 | 15252 | 0.0335 | 0.7661 |
54
+ | 0.0015 | 5.0 | 19065 | 0.0457 | 0.7669 |
55
 
56
 
57
  ### Framework versions
pytorch_model.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:5239a3ede82bb487ae04304d17e9fc2d870348c5c82c0cd91e1248f04f71391f
3
  size 438817755
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b1315bf989f84ae6fac4cbdfc82530d9003fbe39c9239bfec620cfa8f50cccc6
3
  size 438817755
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:c071c0f5cceca2e693b0c825b3bd27f4f728cc1aab203d2d1d72e31da98361a9
3
  size 2671
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f22b2f7eee85f18e1c2b114318ca3941560777894c2184b9f88abb577bd14814
3
  size 2671